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2021-08-10IVGCVSW-6292 Allow profiling details to be switched off during profilingKeith Davis
* Add switch for network details during profiling Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I8bd49fd58f0e0255598106e9ab36806ee78391d6
2021-08-10IVGCVSW-6289 Separate tensor shape inference and validation callsFinn Williams
* Pass m_shapeInferenceMethod to OptimizerOptions in ExecuteNetwork Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I90280fb7629092d3b66e8a3968ca9e35a0df854a
2021-08-04IVGCVSW-5980 JSON profiling outputKeith Davis
* Add new ProfilingDetails class to construct operator details string * Add new macro which helps append layer details to ostream * Add ProfilingEnabled to NetworkProperties so that profiling can be realised when loading the network * Add further optional info to WorkloadInfo specific to convolutions * Generalise some JsonPrinter functions into JsonUtils for reusability * Remove explicit enabling of profiling within InferenceModel as it is done when loading network * Add ProfilingDetails macros to ConvolutionWorkloads for validation Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Ie84bc7dc667e72e6bcb635544f9ead7af1765690
2021-07-28Different input data for every iteration of ExecuteNetworkJan Eilers
* Allows to supply different input data for every execution of a model when using the 'iterations' option in ExecuteNetwork * Removes the option 'simultaneous-iterations' because it's functionallity is now covered by 'iterations' * Adds a deprecation warning message to notify users * Little refactor of warning messages Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ib3ab0d6533f6952bfee20d098a890b653c34cc12
2021-07-26GitHub #557 wrong result in int8 modelexperimental/CustomAllocator3Mike Kelly
* Added support for qasymms8 (int8) to ImageTensorGenerator * Added qasymmu8 as alias for qasymm8 in ImageTensorGenerator * Added support for qasymms8 (int8) to ExecuteNetwork * Added qasymmu8 as alias for qasymm8 in ExecuteNetwork * Set tflite to be the default model format in ImageTensorGenerator as it's the only supported model format. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ieda7b78e668ea390e3565cd65a41fe0a9c8a5b83
2021-07-21NNXSW-3081 Move Filesystem.hpp and Threads.hpp to public includeRob Hughes
!android-nn-driver:5966 Change-Id: Ice0b4d2872bb0e09bfc0763034a206c3a8f24af4 Signed-off-by: Rob Hughes <robert.hughes@arm.com>
2021-06-23IVGCVSW-6062 Rework the async threadpoolFinn Williams
!android-nn-driver:5802 * Extract the threadpool from LoadedNetwork/Runtime * Refactor the threadpool to be handle multiple networks * Trim IAsyncExecutionCallback and add an InferenceId to AsyncExecutionCallback * Add AsyncCallbackManager class Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I36aa2ad29c16bc10ee0706adfeb6b27f60012afb
2021-06-16IVGCVSW-5835 Move the src/profiling/LabelsAndEventClasses class to ↵Nikhil Raj
profiling/common Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I83de0fe9c83ec7e698817095ce5cfe3319c36ea6
2021-06-11IVGCVSW-5963 'Move unit tests to new framework'Sadik Armagan
* Used doctest in ArmNN unit tests Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ia9cf5fc72775878885c5f864abf2c56b3a935f1a
2021-06-01IVGCVSW-5833 Move the ProfilingGuid out of Types.hpp to its own header in ↵Nikhil Raj
profiling common !android-nn-driver:5691 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ib71af0831e324ac6bd27b1a36f4a6ec1a703b14a
2021-05-26IVGCVSW-6009 Enable creating thread pool with 1 threadKevin May
* Allow the user to use create a tread pool with a single thread * This is in keeping with how the android-nn-driver was implemented * Add it to ExecuteNetwork thread pool creation Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I05b8048a9e0e45ae11d2b585080af28d9d008d81
2021-05-26IVGCVSW-6009 Integrate threadpool into ExNetKevin May
* Remove concurrent flag from ExecuteNetwork as it is possible to deduce if SimultaneousIterations > 1 * Add void RunAsync() * Refactor some unit tests Change-Id: I7021d4821b0e460470908294cbd9462850e8b361 Signed-off-by: Keith Davis <keith.davis@arm.com> Signed-off-by: Kevin May <kevin.may@arm.com>
2021-05-19IVGCVSW-5964 Removing some obsolete Boost references.Colm Donelan
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Ic0a2e62e3808caf89ee429ec184d947a04340248
2021-04-29IVGCVSW-5819 5820 5821 Add MemorySourceFlags to ↵Francis Murtagh
TensorHandleFactoryRegistry::GetFactory * Modify Layer::CreateTensorHandles to include MemorySource * Modify INetworkProperties to add MemorySource * Disable Neon/Cl fallback tests until full import implementation complete Change-Id: Ia4fff6ea3d4bf6afca33aae358125ccaec7f9a38 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2021-04-29IVGCVSW-5744 Remove Tensorflow, Caffe and Quantizer from documentationKevin May
* Remove from .md files and Doxygen * Remove from armnn/docker build * Remove Tensorflow model format from ExecuteNetworkParams * Remove Tensorflow model format from ImageTensorGenerator Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Id6ed4a7d90366c396e8e0395d0ce43a3bcddcee6
2021-04-29IVGCVSW-5775 'Add Async Support to ExecuteNetwork'Sadik Armagan
* Enabled async mode with '-n, concurrent' and 'simultaneous-iterations' in ExecuteNetwork * Number of input files provided should be equal to number of input files provided multiply by number of simultaneous iterations divided by comma !armnn:5443 Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ibeb318010430bf4ae61a02b18b1bf88f3657774c
2021-04-27IVGCVSW-5721 Remove the Tensorflow Parser from ArmNNNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ida37d3ee3a1af0c75aa905199bd861726c646846
2021-04-27IVGCVSW-5719 Remove QuantizerKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I8a29df03afdd6f1cc8413b219e179272cd2d51cf
2021-04-16IVGCVSW-5720 Remove the Caffe Parser from ArmNNNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ib00be204f549efa9aa5971ecf65c2dec4a10b10f
2021-04-07Fix graph copy memory spikeFinn Williams
* Change layer storage of ConstTensors to std::shared_ptr<ConstCpuTensorHandle> * Change clone to share ConstTensor rather than copy * Remove uses of non-const GetTensor() call * Reduce scope of non-optimized network in ExeNet, so memory can be released after use Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: Ibb2c7309d12411d21405bd6024c76bcdf5404545
2021-04-01IVGCVSW-5651 'Regression in CLConvolution2dWorkload'Sadik Armagan
* Enable GPU profiling on ExecuteNetwork Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I57bb4eeb45674e5218fce7e67b9bddf16ba0894d
2021-03-24Fix YoloV3 test program incorrect use of absKeith Mok
abs is int type, use fabsf instead for float type Signed-off-by: Keith Mok <ek9852@gmail.com> Change-Id: I157d471da25d66cbe39fa9809ff9ee536d4e95a1
2021-03-04armnn_tfl_benchmark: allow string of backend to pass directlyKeith Mok
Instead of using the predefined backend ids, we should just pass the backend string directly to the optimator, otherwise we cannot use vendor specific backends or GpuAcc Signed-off-by: Keith Mok <ek9852@gmail.com> Change-Id: Ic52c81d48364a19f0fcc59bc3c975cf3bd740e21
2021-03-03IVGCVSW-5612 Fix tiny_wav2letter_relu_fixed_int8 delegate outputexperimental/abi-testsFinn Williams
* fix delegate perchannel quantization * change delegate to check reshape options before inputs * Add int8 "qsymms8" option to ExecuteNetwork * Add option to run ExecuteNetwork on tflite w/o delegate !referencetests:301301 Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: If3e12599b17aff1199d7ab0a55e1c901e480083d
2021-03-03armnn_tfl_benchmark: Fix crashKeith Mok
The input tensor data pointer was passed incorrectly Signed-off-by: Keith Mok <ek9852@gmail.com> Change-Id: I03f872c57ec588fde0f7d444c80b38823ea4f9b4
2021-02-25This application allow to benchmark tflite models by providing average ↵Jim Flynn
inference time. Usage: armnn_tfl_benchmark -m <model .tflite> -m --model_file <.tflite file path>: .tflite model to be executed -b --backend <device>: preferred backend device to run layers on by default. Possible choices: CpuAcc, CpuRef -l --loops <int>: provide the number of time the inference will be executed (by default nb_loops=1) Signed-off-by: Vincent ABRIOU <vincent.abriou@st.com> Signed-off-by: Jim Flynn <jim.flynn@arm.com> Change-Id: Ia26fafd4f382f0ad03856436dcae6e71b5abbd26
2021-02-17IVGCVSW-5581 ExecuteNetwork: Fix pass backends as comma separated listJan Eilers
* Allow passing multiple preferred backends as comma separated list e.g. "-c CpuAcc,CpuRef" or by repeating the option "-c CpuAcc -c CpuRef" Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I8e304d26c2890b99d5ec4c1af6c372458fa70051
2021-02-15IVGCVSW-5675 Implement Pimpl Idiom for IProfiler (lower priority)Francis Murtagh
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: If716f5f4e9b5433586b8a939d326830482da2f74
2021-02-15IVGCVSW-5686 Add GpuAcc MLGO tuning file configuration argumentFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I3f320499c379162f9d1b00cc8816bd144cd7eee4
2021-02-12IVGCVSW-5685 Add CpuAcc specific configuration option numberOfThreadsMatthew Sloyan
* Added ability to set number of threads used in CpuAcc backend * Enabled number-of-threads option in ExecuteNetwork * Added TfLiteDelegate ModelOptions test * Added unsigned int type to BackendOptions.hpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ia576d4f45cbe5df3654bc730bb5ebd5181d82b5a
2021-02-08IVGCVSW-4873 Implement Pimpl Idiom for IRuntimeKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I52448938735b2aa678c47e0f3061c87fa0c693b1
2021-01-29IVGCVSW-5484 Add Network loading time to InferenceModelMatthew Sloyan
* Added output log to capture time taken to load network into runtime. * This time is cut down when loading a cached network. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I043c177f17d01df35fbe0752ec5d77e350749164
2021-01-20MLCE-336 'TfLite parser and ExecuteNetwork issues'Sadik Armagan
* Report the error thrown Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: If5e5160f43c11a284b919d76b04d9c4d53e9c56c
2021-01-15IVGCVSW-5644 Add documentation for cache loaded networkMatthew Sloyan
* Added ModelOptions documentation to CLBackendModelContext * Improved options descriptions in ExecuteNetworkProgramOptions.cpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I14f0c8bb4f299809b89f49c616b691e2f7956d5b
2021-01-12IVGCVSW-5484 Add CacheLoadedNetwork options to ExecuteNetworkMatthew Sloyan
* Enable ability to save/load ClContext in ExecuteNetwork. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I58c61a53f6713853eb06520cc372ed47baf7f8c4
2020-12-09Default comparisons-files option to empty vectorDerek Lamberti
Change-Id: Iecd8d9b333fa4456d081b4787c1a5b5d0b4a2b79 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-12-08IVGCVSW-5560 Fix TfLiteDelegate Reshape operator failureMatthew Sloyan
* Fixed issue when running certain models with 2D shape tensor. * Falls back to inbuilt options if encountered. * Fixed ExecuteNetwork so that error messages are logged if NULL. * Updated TfLiteDelegate docs to include Logical Operators. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Signed-off-by: David Monahan <david.monahan@arm.com> Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I5dbaf30351f7fc86e6178a0caf46c152812088d3
2020-11-30IVGCVSW-5587 Remove Tensorflow requirement from Arm NN TfLite delegateFinn Williams
* Added support for building the delegate with an external armnn path * Replaced potentially troublesome package manager * Explicitly set the privacy levels of delegate libraries * Fixed some error handling in ExecuteNetwork Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I2a7abc099796012cbb043c5b319f81778c9f3b56
2020-11-20IVGCVSW-5559 Add int8_t to tflite delegate on ExecuteNetworkFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I56afc73d48848bc40842692831c05316484757a4
2020-11-18IVGCVSW-5377 'Add ArmNN TfLite delegate to ExecuteNetwork'Sadik Armagan
* Assign correct input values for the model * Call the right Validate function for Mul and Sub operators * Return the correct data type for kTfLiteInt8 Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I6d23adf68d33d8be9a1fbf5d19dfe47939a6d3d6
2020-11-17IVGCVSW-5377 Add ArmNN TfLite delegate to ExecuteNetworkSadik Armagan
* Added package manger to turn internal calls to find_package into a no-op * Changed delegate cmake so it can now be built within armnn Change-Id: I2a7ecb9a3c1ca05474cd1dccd91498f6f6c0b32e Signed-off-by: Finn Williams <Finn.Williams@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
2020-11-17IVGCVSW-5465 ExecuteNetworkTestsDynamicBackends Bug FixKeith Davis
* When invalid backend specified an ARMNNLOG should be invoked to fail more gracefully Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Iec34fbc03dbeeb66836b0d5e1dd381d021a379b1
2020-11-11IVGCVSW-5507 ExecuteNetwork fixJan Eilers
* Allow multiple backends to be defined seperately like " --compute CpuAcc --compute CpuRef " Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ic2a827f6e3463a7413c98a7eefacef8864c1e87b
2020-11-09IVGCVSW-5462 Link fmt staticallyJan Eilers
* Fmt didn't get installed properly. Each component of an interface library needs to be installed separately. * Changed fmt to be a static library Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ic69bc9536ee01eed7b434b1ff53150581ba60e00
2020-10-30IVGCVSW-5265 Removing more Boost references from test executables.Colm Donelan
* Removed unused includes from InferenceModel.hpp. * Replaced use of boost multi-array with vectors in YoloInferenceTest. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Ieadf3471ed170b09859187c83616c8e249f94543
2020-10-29IVGCVSW-5468 Rewrite QuantizationDataSet.cpp to avoid use of CsvReaderJames Ward
* Remove armnnUtils/CsvReader and usage * Remove armnn/CsvReaderTest and usage * Replace functionality in QuantizationDataSet.cpp Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I7213904482afa93ae6d607aa5e69117c8c34ea81
2020-10-29IVGCVSW-5265 Remove boost from core ArmNN CMakeColm Donelan
* Remove all but Boost_UNIT_TEST_FRAMEWORK_LIBRARY from ArmNN Cmake files. * Remove references to boost::fpc from old test applications. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Ibb1261dee4b971d1788d2805528aa800a8b883ce
2020-10-27Bugfix: Allow use of dynamic backendId in execute networkFrancis Murtagh
* Stops execute network rejecting backendId based on BackendRegistry * Dynamically loaded backends arent visible yet as runtime isn't initialized Change-Id: I87adfd137b2225ab07f8c3e996db9565caf276eb Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2020-10-20IVGCVSW-5284 Refactor ExecuteNetworkJan Eilers
* Removed boost program options and replaced it with cxxopts * Unified adding, parsing and validation of program options into the struct ProgramOptions * Program options are now parsed directly into ExecuteNetworkParams which can be passed directly to MainImpl * Split NetworkExecutionUtils into header and source * Removed RunTest * Removed RunCsvTest * Removed RunClTuning * Moved MainImpl back to ExecuteNetwork.cpp * Added additional util functions The functionality of ExecuteNetwork remains the same. Only cl tuning runs need to be started separately and there is no short option for fp16-turbo-mode because -h is reserved in cxxopts to print help messages Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ib9689375c81e1a184c17bb3ea66c3550430bbe09
2020-10-14IVGCVSW-5280 Switch tests/InferenceTest and derived tests over to cxxoptsJames Ward
* refactor AddCommandLineOptions() functions to allow checking of required options * add CxxoptsUtils.hpp file for convenience functions !referencetests:268500 Signed-off-by: James Ward <james.ward@arm.com> Change-Id: Ica954b210b2981b7cd10995f0d75fcb2a2f7b443
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